Sergio Vitale

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 42

Top Topics

Image Reconstruction

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Xialei Lu, Sergio Vitale, Hossein Aghababei, Giampaolo Ferraioli, Vito Pascazio
Training Supervised Neural Networks for PolSAR Despeckling With an Hybrid Approach. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
CATSNet: a context-aware network for Height Estimation in a Forested Area based on Pol-TomoSAR data. CoRR (2024)
Luís Gómez Déniz, Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Assessment of Deep Learning Based Solutions for SAR Image Despeckling. IGARSS (2023)
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale
Deep Learning based Data Augmentation for Restoring SAR Images. IGARSS (2023)
Sergio Vitale, Giampaolo Ferraioli, Alejandro C. Frery, Vito Pascazio, Dong-Xiao Yue, Feng Xu
SAR Despeckling Using Multiobjective Neural Network Trained With Generic Statistical Samples. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Sergio Vitale
Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A Deep Learning Solution for Height Estimation on a Forested Area Based on Pol-TomoSAR Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xialei Lu, Sergio Vitale, Hossein Aghababaei, Wenyu Yang, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Multi-Objective Neural Network for Polsar Image Restoration. IGARSS (2023)
Wenyu Yang, Hossein Aghababaei, Giampaolo Ferraioli, X. Lu, Vito Pascazio, Sergio Vitale, Gilda Schirinzi
DL Based Forest Height Reconstruction Using Single-Pol Tomosar Images. IGARSS (2023)
Sergio Vitale, Giampaolo Ferraioli, Wenyu Yang, Gilda Schirinzi, Vito Pascazio
A multi-objective deep learning based approach for SAR image reconstruction in urban environment. JURSE (2023)
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Analysis on the Building of Training Dataset for Deep Learning SAR Despeckling. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale, Roghayeh Zamani, Gilda Schirinzi, Vito Pascazio
Nonlocal Model-Free Denoising Algorithm for Single- and Multichannel SAR Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Matteo Ciotola, Sergio Vitale, Antonio Mazza, Giovanni Poggi, Giuseppe Scarpa
Pansharpening by Convolutional Neural Networks in the Full Resolution Framework. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hossein Aghababaei, Sergio Vitale, Roghayeh Zamani, Giampaolo Ferraioli
Fully Polarimetric Sar Image Despeckling using Deep Neural Netwrok. IGARSS (2022)
Sergio Vitale, Giampaolo Ferraioli, M. Ali, Vito Pascazio, L. Ricciotti, G. Roviello, Gilda Schirinzi
Marine Plastic Detection Using Optical Data. IGARSS (2022)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
InSAR-MONet: Interferometric SAR Phase Denoising Using a Multiobjective Neural Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wenyu Yang, Alessandra Budillon, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi, Sergio Vitale
A Deep Learning Solution for Height Reconstruction in SAR Tomography. IGARSS (2022)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
A CNN Based Solution for InSAR Phase Denoising. IGARSS (2022)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Multi-Objective CNN-Based Algorithm for SAR Despeckling. IEEE Trans. Geosci. Remote. Sens. 59 (11) (2021)
Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi, Sergio Vitale, Mengdao Xing, Hanwen Yu, Lifan Zhou
Joint Phase Unwrapping and Speckle Filtering by Using Convolutional Neural Networks. IGARSS (2021)
Sergio Vitale, Dong-Xiao Yue, Giampaolo Ferraioli, Feng Xu, Vito Pascazio, Alejandro C. Frery
Multi-Objective Neural Network for Despeckling with a General Statistical Model. IGARSS (2021)
Matteo Ciotola, Sergio Vitale, Antonio Mazza, Giovanni Poggi, Giuseppe Scarpa
Pansharpening by convolutional neural networks in the full resolution framework. CoRR (2021)
Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A Multi-Objective Approach for Multi-Channel SAR Despeckling. IGARSS (2021)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Edge Preserving CNN SAR Despeckling Algorithm. CoRR (2020)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Multi-Objective CNN Based Algorithm for SAR Despeckling. CoRR (2020)
Sergio Vitale, Giuseppe Scarpa
A Detail-Preserving Cross-Scale Learning Strategy for CNN-Based Pansharpening. Remote. Sens. 12 (3) (2020)
Sergio Vitale, Giuseppe Scarpa
A Cross-Scale Loss for CNN-Based Pansharpening. IGARSS (2020)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Complexity Analysis of an Edge Preserving CNN SAR Despeckling Algorithm. CoRR (2020)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Complexity Analysis of an Edge Preserving CNN SAR Despeckling Algorithm. IGARSS (2020)
Alessandra Budillon, Angel Caroline Johnsy, Gilda Schirinzi, Sergio Vitale
Sar Tomography Based on Deep Learning. IGARSS (2019)
Sergio Vitale
A CNN-Based Pansharpening Method with Perceptual Loss. IGARSS (2019)
Hossein Aghababaee, Bilel Kanoun, Sergio Vitale, Giampaolo Ferraioli
The use of NL paradigm in SAR applications. RTSI (2019)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
A New Ratio Image Based CNN Algorithm For SAR Despeckling. CoRR (2019)
Giampaolo Ferraioli, Vito Pascazio, Sergio Vitale
A Novel Cost Function for Despeckling using Convolutional Neural Networks. CoRR (2019)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
A New Ratio Image Based CNN Algorithm for SAR Despeckling. IGARSS (2019)
Giampaolo Ferraioli, Vito Pascazio, Sergio Vitale
A Novel Cost Function for Despeckling using Convolutional Neural Networks. JURSE (2019)
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
Guided Patchwise Nonlocal SAR Despeckling. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
Guided patch-wise nonlocal SAR despeckling. CoRR (2018)
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
Target-Adaptive CNN-Based Pansharpening. IEEE Trans. Geosci. Remote. Sens. 56 (9) (2018)
Sergio Vitale, Giampaolo Ferraioli, Giuseppe Scarpa
A CNN-Based Model for Pansharpening of WorldView-3 Images. IGARSS (2018)
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
Target-adaptive CNN-based pansharpening. CoRR (2017)